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Effective parallel algorithm for mining frequent itemsets
一种有效的并行频繁项集挖掘算法*

Keywords: data mining,parallel algorithm,frequent itemsets
数据挖掘
,并行算法,频繁项集

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Abstract:

There were problems in traditional parallel algorithms for mining frequent itemsets,such as load imbalance,frequent synchronization,large scale communication and so on.Aiming at solving these problems,this paper proposed a parallel algorithm with multi-transmitting redistributed data(MRPD).In MRPD,data was redistributed into some groups at step l,and all the groups were multi-transmitted according to the request of computer nodes.Each node would compute frequent itemsets asynchronously after having received...

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